Chengrun Yang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Collaborative Filtering

Matrix Factorization

Neural Architecture

Top Venues

Publications

Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, Xinyun Chen
Large Language Models as Optimizers. ICLR (2024)
Jerry Wei, Chengrun Yang, Xinying Song, Yifeng Lu, Nathan Hu, Dustin Tran, Daiyi Peng, Ruibo Liu, Da Huang, Cosmo Du, Quoc V. Le
Long-form factuality in large language models. CoRR (2024)
Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V. Le, Denny Zhou, Xinyun Chen
Large Language Models as Optimizers. CoRR (2023)
Jicong Fan, Lijun Ding, Chengrun Yang, Zhao Zhang, Madeleine Udell
Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization for Low-Rank Tensor Completion and Tensor Robust Principal Component Analysis. Trans. Mach. Learn. Res. 2023 (2023)
Chengrun Yang, Ziyang Wu, Jerry Chee, Christopher De Sa, Madeleine Udell
How Low Can We Go: Trading Memory for Error in Low-Precision Training. ICLR (2022)
Chengrun Yang, Gabriel Bender, Hanxiao Liu, Pieter-Jan Kindermans, Madeleine Udell, Yifeng Lu, Quoc V. Le, Da Huang
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets. NeurIPS (2022)
Chengrun Yang, Gabriel Bender, Hanxiao Liu, Pieter-Jan Kindermans, Madeleine Udell, Yifeng Lu, Quoc V. Le, Da Huang
Resource-Constrained Neural Architecture Search on Tabular Datasets. CoRR (2022)
Chengrun Yang, Ziyang Wu, Jerry Chee, Christopher De Sa, Madeleine Udell
How Low Can We Go: Trading Memory for Error in Low-Precision Training. CoRR (2021)
Chengrun Yang, Lijun Ding, Ziyang Wu, Madeleine Udell
TenIPS: Inverse Propensity Sampling for Tensor Completion. CoRR (2021)
Jiaqi Zhao, Chengrun Yang, Yong Zhou, Yajie Zhou, Zhujun Jiang, Ying Chen
Multi-Objective Net Architecture Pruning for Remote Sensing Classification. IGARSS (2021)
Jicong Fan, Chengrun Yang, Madeleine Udell
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. IEEE Trans. Signal Process. 69 (2021)
Chengrun Yang, Lijun Ding, Ziyang Wu, Madeleine Udell
TenIPS: Inverse Propensity Sampling for Tensor Completion. AISTATS (2021)
Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell
AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space. KDD (2020)
Jicong Fan, Chengrun Yang, Madeleine Udell
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. CoRR (2020)
Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell
Efficient AutoML Pipeline Search with Matrix and Tensor Factorization. CoRR (2020)
Jicong Fan, Lijun Ding, Chengrun Yang, Madeleine Udell
Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization. CoRR (2020)
Lijun Ding, Yingjie Fei, Qiantong Xu, Chengrun Yang
Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence. ICML (2020)
Chengrun Yang, Yuji Akimoto, Dae Won Kim, Madeleine Udell
OBOE: Collaborative Filtering for AutoML Model Selection. KDD (2019)
Chengrun Yang, Yuji Akimoto, Dae Won Kim, Madeleine Udell
OBOE: Collaborative Filtering for AutoML Initialization. CoRR (2018)